Aman AroraDataBlocks API : Pets Tutorial in DetailIn this article let’s look at the DataBlocks API in detail. As I write this article, I have a sore leg from cricket, which means I can’t…Nov 17, 2019Nov 17, 2019
Aman AroraFastAI PipelinesWelcome, if you are here, then I assume you must be interested in how Pipelines work inside FastAI. In this blog post, that’s exactly what…Nov 13, 2019Nov 13, 2019
Aman AroraFastAI TfmdListsSo in the last two posts, we looked at DataBunch and DataSource. In this one we will be looking at TfmdLists.Nov 10, 2019Nov 10, 2019
Aman Arora‘Data’ + ‘Source’ == ‘DataSource’ >> TrueI don’t know why I am coming up with this cheeky title as an introduction to DataSource — maybe because that’s all it really is in FastAI…Nov 6, 2019Nov 6, 2019
Aman AroraFastAI V2 DataBlocks API — code overview : A gentle introductionOne of the top things Jeremy says to do:Nov 2, 20191Nov 2, 20191
Aman ArorainTowards Data ScienceMatrix Multiplication — Part2 Lesson8Part-2 of FastAi “From the Foundations” is finally out today. I don’t remember the last time I was this excited for a MOOC. As soon as the…Jul 2, 2019Jul 2, 2019
Aman AroraTwo minor yet powerful concepts in PythonWhile I was reading fluent python, apart from many others, I discovered the following two insights about Python that are worth sharing:Jun 10, 2019Jun 10, 2019
Aman AroraAWS DeepRacer— Everything that you need to know regarding trainingHi there! If you’ve stumbled upon this article, then you’re probably interested in AWS DeepRacer that under the hood uses reinforcement…May 11, 20193May 11, 20193
Aman AroraImplementing Feature Importance in Random Forests from ScratchFeature importances in Random Forests available in the Sci-kit learn library can be used to interpret our data to understand the most…Jan 1, 2019Jan 1, 2019
Aman AroraUnderstanding Logistic Regression and building it from Scratch using PyTorchHere’s what we will accomplish together by the end of this article:Jan 1, 2019Jan 1, 2019